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Constrained Optimal Control of Linear and Hybrid Systems

  • Francesco Borrelli
Book

Part of the Lecture Notes in Control and Information Sciences book series (LNCIS, volume 290)

Table of contents

  1. Front Matter
    Pages I-XVII
  2. Multiparametric Programming

  3. Optimal Control of Linear Systems

  4. Optimal Control of Hybrid Systems

  5. Applications

    1. Pages 175-175
    2. Pages 177-183
    3. Pages 185-196
  6. Back Matter
    Pages 197-206

About this book

Introduction

Many practical control problems are dominated by characteristics such as state, input and operational constraints, alternations between different operating regimes, and the interaction of continuous-time and discrete event systems. At present no methodology is available to design controllers in a systematic manner for such systems. This book introduces a new design theory for controllers for such constrained and switching dynamical systems and leads to algorithms that systematically solve control synthesis problems. The first part is a self-contained introduction to multiparametric programming, which is the main technique used to study and compute state feedback optimal control laws. The book's main objective is to derive properties of the state feedback solution, as well as to obtain algorithms to compute it efficiently. The focus is on constrained linear systems and constrained linear hybrid systems. The applicability of the theory is demonstrated through two experimental case studies: a mechanical laboratory process and a traction control system developed jointly with the Ford Motor Company in Michigan.

Keywords

Constrained Systems Hybrid Systems Linear Systems Multiparametric Programming Optimal Control algorithm algorithms programming

Authors and affiliations

  • Francesco Borrelli
    • 1
  1. 1.Automatic Control LabratorySwiss Federal Institute of TechnologyZürichSwitzerland

Bibliographic information

  • DOI https://doi.org/10.1007/3-540-36225-8
  • Copyright Information Springer-Verlag Berlin Heidelberg 2003
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Springer Book Archive
  • Print ISBN 978-3-540-00257-4
  • Online ISBN 978-3-540-36225-8
  • Series Print ISSN 0170-8643
  • Buy this book on publisher's site
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